Research output per year
Research output per year
Personal profile
Personal profile
Qiao Lin received her PhD degree in computer science from University of Nottingham, Uk. Dr Lin is now a teaching fellow at School of Computer Science, University of Nottingham Ningbo China (UNNC). Prior to that, Dr Lin worked as an AI engineer in Tencent and research fellow in Wuhan University. Dr Lin’s research focuses on Trustworthy AI, Medical Image Segmentation, Uncertainty Analysis of AI Models, Fuzzy Logic and Large Models.
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Collaborations and top research areas from the last five years
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Boundary-wise loss for medical image segmentation based on fuzzy rough sets
Lin, Q., Chen, X., Chen, C. & Garibaldi, J. M., Mar 2024, In: Information Sciences. 661, p. 120183 120183.Research output: Journal Publication › Article › peer-review
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A Novel Quality Control Algorithm for Medical Image Segmentation Based on Fuzzy Uncertainty
Lin, Q., Chen, X., Chen, C. & Garibaldi, J. M., 1 Aug 2023, In: IEEE Transactions on Fuzzy Systems. 31, 8, p. 2532-2544 13 p.Research output: Journal Publication › Article › peer-review
3 Citations (Scopus) -
Fuzzy Uncertainty-Based Out-of-Distribution Detection Algorithm for Semantic Segmentation
Lin, Q., Chen, X., Chen, C., Pekaslan, D. & Garibaldi, J. M., 2023, 2023 IEEE International Conference on Fuzzy Systems, FUZZ 2023. Institute of Electrical and Electronics Engineers Inc., p. 1-6 (IEEE International Conference on Fuzzy Systems).Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review
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Quality Quantification in Deep Convolutional Neural Networks for Skin Lesion Segmentation using Fuzzy Uncertainty Measurement
Lin, Q., Chen, X., Chen, C. & Garibaldi, J. M., 18 Jul 2022, p. 1-8.Research output: Contribution to conference › Paper › peer-review
3 Citations (Scopus) -
FuzzyDCNN: Incorporating Fuzzy Integral Layers to Deep Convolutional Neural Networks for Image Segmentation
Lin, Q., Chen, X., Chen, C. & Garibaldi, J. M., 11 Jul 2021, IEEE CIS International Conference on Fuzzy Systems 2021, FUZZ 2021 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 1-7 (IEEE International Conference on Fuzzy Systems; vol. 2021-July).Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review
3 Citations (Scopus)